This valuable study describes a simple and robust approach for estimating information-limiting noise by splitting neural populations and comparing estimator values. The authors report more accurate ...
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ARC-AGI-3 gets open-source agent that writes Python world models instead of neural weights
ARC-AGI-3 benchmark gains its first fully open-source agent: NIMI's Tycho writes Python code as falsifiable hypotheses about ...
This article presents a defense-in-depth approach for securing Model Context Protocol (MCP) deployments in production. It outlines four architectural control layers: safe execution, management ...
Three AI agents built competing model recommenders, audited one another, and concluded that human judgment was still ...
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